Hi all, I'm Binh - Senior Full-Stack & AI Engineer

Software engineer with 10+ years of experience, currently the technical lead of an enterprise AI platform serving corporate customers in Korea and Vietnam.

I deliver products end to end — the AI services, the backend APIs, the web application, and the cloud infrastructure underneath them. My focus for the past two years has been applied AI: intelligent search across a company's private documents, AI assistants that answer with verifiable sources, and the data pipelines that keep them fast at scale.

Paired with deep AWS and Kubernetes expertise, this lets me deliver systems that are intelligent, secure, and economical to run in production.

See My Resume

What I do

SENIOR FULL-STACK & AI ENGINEER — FROM AI SERVICES TO CLOUD INFRASTRUCTURE

AI & Machine Learning

Retrieval-Augmented Generation (RAG) and LLM application architecture

AI agents & tool calling with LangChain / LangGraph

Hybrid search: vector embeddings, keyword search, re-ranking and page-level citations

Multi-provider LLMs: OpenAI, Anthropic Claude, Google Gemini, AWS Bedrock

Document AI & OCR, prompt engineering

AI usage & cost tracking per customer and per model

Backend Development

High-performance APIs with Python FastAPI

Node.js services with NestJS and Express in TypeScript

REST APIs, Server-Sent Events (SSE) and WebSocket streaming

Message queues & event-driven architecture

Microservices, SOLID principles and design patterns

Enterprise applications with PHP Laravel

Frontend Development

Building web applications with Next.js and React

Streaming AI answers live to the browser

Monorepo management with Turborepo

Type-safe UI development with TypeScript

Cloud & CI/CD

AWS Certified Developer – Associate

AWS: EKS, ECS, EC2, Lambda, S3, CloudFront, Aurora RDS, ElastiCache, SQS, KMS, CloudWatch, IAM

Infrastructure as code with Terraform, reusable across environments

Kubernetes & Docker with auto-scaling that follows real demand

CI/CD with GitHub Actions, Jenkins and CircleCI

Monitoring & alerting, backup and disaster recovery

Cloud cost management — around 20% savings delivered

Web3 Development

Web stores and game platforms with blockchain in-game assets

NFT staking and transparent on-chain prize distribution

Telegram mini-apps for wider distribution and engagement

Proficiency

AI & LLM Applications

88%

Backend Development

92%

Cloud Infrastructure & DevOps

90%

Technical Leadership

88%

Frontend Development

82%

Education & Certifications

University of Technology and Education - The University of Danang

Bachelor of Information Technology

2011 - 2015Grade A

I graduated in bachelor of Information Technology

PHP
NodeJS
Python
Javascript

AWS Certified Developer – Associate

Amazon Web Services

Issued Sep 10, 2026Expires Sep 10, 2029

Validation number: b8683cf1f1034db7851f288e6591ecc5

View Certificate Verify

Experience

Uranus Software - Da Nang

Senior Full-Stack & AI Engineer

Apr, 2024 – Present

Technical lead of an enterprise AI platform that lets organizations search and work with their internal documents through AI assistants. Accountable for the AI services, backend, web application and cloud infrastructure — from architecture through production operations and cost.

Architected the AI document search: documents are automatically read, understood and indexed so employees ask questions in natural language and receive answers cited to the exact page of the source file.
Designed an AI assistant platform where non-technical users configure their own assistants — instructions, tools, AI model and permitted documents — with answers streamed live to the browser.
Enabled assistants to produce PDF, Word, Excel, PowerPoint and chart deliverables, generated in a secure isolated environment and validated before reaching the user.
Architected the document processing pipeline for scale — parallel stages, auto-scaling workers and exactly-once processing — validated at thousands of documents with a 100% success rate.
Delivered trustworthy answer quality with hybrid keyword-and-meaning search, re-ranking, Korean/English language tuning and page-level citations.
Unified multiple AI providers behind a single gateway with automatic failover, response caching and usage logging, plus per-customer AI usage and cost reporting.
Designed the enterprise security model: employees retrieve only documents they are authorized to access, permission changes apply instantly, credentials are encrypted and access is audited.
Own the complete AWS infrastructure as code (Terraform) and led two zero-downtime migrations of the full production platform, including the move to Kubernetes.
Drove a cloud cost-efficiency program delivering around 20% savings through consolidation, scheduled automation and storage lifecycle policies.
Authored architecture and operations documentation; mentor engineers across backend, AI and infrastructure.

Neolab Vietnam - Da Nang

Team Manager & Scrum Master

Aug, 2016 – Apr, 2024

Led cross-functional teams of 15 to 20 engineers delivering web and mobile platforms for Japanese enterprise clients.

Owned backend architecture as Server Leader and ran agile delivery as Scrum Master.
Partnered with Product Owners on requirements, scope and timelines.
Led backend and delivery for telehealth, job-matching, vehicle valuation and banquet booking platforms.
Mentored junior developers into independent full-stack engineers.

FPT Software - Da Nang

Junior Software Engineer

Mar, 2016 - Aug, 2016

Partnered with Japanese clients to define project scope and shape technical solutions.
Managed delivery schedules and quality standards.

VinaEnter Academy - Da Nang

Instructor

Jun, 2015 - Mar, 2016

Taught PHP and Java web development, preparing IT students for their first engineering roles.

Projects

Enterprise AI Platform

Enterprise AI platform for corporate customers in Korea and Vietnam: intelligent search across private documents, configurable AI assistants that answer with page-level citations, document-generating agents, Slack and Google Drive integrations, and a multi-provider AI gateway. Python, FastAPI, LangChain / LangGraph, NestJS, Next.js, PostgreSQL, Redis, vector databases, AWS, Kubernetes, Terraform.

Web3 Gaming & Web Store Platform

Scalable web store and game platform integrating blockchain for decentralized in-game assets and transactions, alongside Telegram mini-apps that widened distribution and user engagement. Node.js, NestJS, React.js, Web3, AWS.

NFT Staking & Lottery Platform

User-facing lottery application with NFT staking, using blockchain for transparent prize distribution and asset management. Node.js, React.js, Web3, smart contracts.

Telehealth Consultation Platform

Real-time online doctor consultations for Next Innovation Operation Inc. Led backend development and the delivery process, designing a cloud-native backend serving iOS, Android and web clients. Node.js, Express.js, AWS, PostgreSQL, WebSocket, Docker, CI/CD.

Wakumo - Job-Matching Platform

Part-time employment marketplace. Led server-side design and implementation, engineered for high-volume traffic and fast application processing. Python, FastAPI, React.js, Google Cloud, MongoDB, GitHub Actions.

DMM Auto - Vehicle Valuation & Sales Platform

Directed backend development, delivering valuation algorithms and secure transaction modules that streamlined the sales workflow end to end. Node.js, NestJS, AWS, MySQL, Jenkins, Terraform.

Wedding & Banquet Booking Platform

Reservation system with integrated scheduling for venues, vendors and customers. Node.js, Express.js, MongoDB, AWS, Docker, CircleCI.

Reach Out to me!

DISCUSS A PROJECT OR JUST WANT TO SAY HI? MY INBOX IS OPEN FOR ALL

Ask and it will be given to you; seek and you will find; knock and the door will be opened to you.